Renewal theory with fat-tailed distributed sojourn times: Typical versus rare

Wanli Wang, Johannes H.P. Schulz, Weihua Deng, Eli Barkai

Research output: Contribution to journalArticlepeer-review

Abstract

Renewal processes with heavy-tailed power law distributed sojourn times are commonly encountered in physical modeling and so typical fluctuations of observables of interest have been investigated in detail. To describe rare events, the rate function approach from large deviation theory does not hold and new tools must be considered. Here, we investigate the large deviations of the number of renewals, the forward and backward recurrence times, the occupation time, and the time interval straddling the observation time. We show how non-normalized densities describe these rare fluctuations and how moments of certain observables are obtained from these limiting laws. Numerical simulations illustrate our results, showing the deviations from arcsine, Dynkin, Darling-Kac, Lévy, and Lamperti laws.

Original languageEnglish
Article number042139
JournalPhysical Review E
Volume98
Issue number4
DOIs
StatePublished - 24 Oct 2018

All Science Journal Classification (ASJC) codes

  • Statistical and Nonlinear Physics
  • Statistics and Probability
  • Condensed Matter Physics

Fingerprint

Dive into the research topics of 'Renewal theory with fat-tailed distributed sojourn times: Typical versus rare'. Together they form a unique fingerprint.

Cite this